Publications

77 results for Sidney Tsai

Inference of Deep Neural Networks with Analog Memory Devices
- - Stefano Ambrogio
  - Pritish Narayanan
  - et al.
- 2020
- VLSI-TSA 2020
Accelerating Deep Neural Networks with Analog Memory Devices
- - Katherine Spoon
  - Stefano Ambrogio
  - et al.
- 2020
- IMW 2020
Enabling High-Performance DNN Inference Accelerators Using Non-Volatile Analog Memory (Invited)
- - An Chen
  - Stefano Ambrogio
  - et al.
- 2020
- EDTM 2020
Neuromorphic Computing with Phase Change, Device Reliability, and Variability Challenges
- - Charles Mackin
  - Pritish Narayanan
  - et al.
- 2020
- IRPS 2020
Reducing the Impact of Phase-Change Memory Conductance Drift on the Inference of large-scale Hardware Neural Networks
- - Stefano Ambrogio
  - M. Gallot
  - et al.
- 2019
- IEDM 2019
AI hardware acceleration with analog memory: Microarchitectures for low energy at high speed
- - H. Y. Chang
  - Geoffrey W. Burr
  - et al.
- 2019
- IBM J. Res. Dev
Analog-to-Digital Conversion with Reconfigurable Function Mapping for Neural Networks Activation Function Acceleration
- - Massimo Giordano
  - Giorgio Cristiano
  - et al.
- 2019
- IEEE JESTCS
Inference of Long-Short Term Memory networks at software-equivalent accuracy using 2.5M analog Phase Change Memory devices
- - Hsinyu Tsai
  - Stefano Ambrogio
  - et al.
- 2019
- VLSI Technology 2019
Confined PCM-based Analog Synaptic Devices offering Low Resistance-drift and 1000 Programmable States for Deep Learning
- - Wanki Kim
  - Robert L. Bruce
  - et al.
- 2019
- VLSI Technology 2019
Neuro-inspired computing: From resistive memory to optics
- - Charles Mackin
  - Pritish Narayanan
  - et al.
- 2019
- CLEO/Europe-EQEC 2019